Artificial Intelligence

MIT OCW 6.034

I find artificial intelligince and machine learning really interesting, so I decided to follow this MIT OpenCourseWare course by Prof. Patrick Henry Winston. I'm watching the video-lectures, doing the readings from the text, and completing the labs. These are the labs.

Labs:

0. Python programming, symbolic algebra

1. Forward chaining, backward chaining and goal trees

2. Search, using heuristics, optimal search, graph heuristics

3. Game search

4. Constraint satisfaction problems, k-nearest neighbors, decision trees

5. Neural nets, boosting